MétaCan

1,000 works · Opus 4.8 · GPT-5.6 (high) · Grok 4.5 · one locked rubric

The field’s boundary is not a line. It is a region.

Three frontier models screened the same 1,000 works, drawn from the real frame with known selection probabilities, against the same locked rubric on its full eight-field payload. Of the 51 works any model called metaresearch, only 19 (37.3%) were called metaresearch by all three, and 24 (47.1%) rest on a single model's opinion.

Two screeners can agree on a rate while finding almost entirely different works. At a ~1% base rate, the settled rejects buy 98% agreement for free — which is why an agreement statistic computed over the whole sample tells you nothing about the boundary, and why the table below, not a percentage, is the deliverable.

Any model said metaresearch
51
the disagreement dossier: the field's empirical boundary
All three agreed
19
37.3% of the dossier — the settled core
Two of three
8
contested
One model only
24
47.1% of the dossier rests on one model's opinion

The three models are not interchangeable

How many of the 1,000 works each model called metaresearch (tier T1 or T2), on identical input. T3 is adjacent and does not count as in scope, which is why a model's count can never exceed the 51 works in the dossier.

Claude Opus 4.8
42
GPT-5.6 (high)
31
Grok 4.5
24

Swap which model you call “the screener” and the size of the field moves. That spread — not the binomial confidence interval on any one model's labels — is the honest uncertainty on how big Canadian metaresearch is.

The disagreement dossier

All three verdicts, confidences and reasons side by side. These are the works against which the inclusion criteria have to be written — because these are the works on which reasonable screeners, given the same rubric and the same evidence, disagree.

1,000 works
WorkStratumn_inOpus 4.8GPT-5.6Grok 4.5
Bonne Année 2015 !
2015 · other · fr · OpenEdition (OpenEdition)
french
w=1554
0/3OUThigh
other

New year greeting post; no research content.

OUThigh
other

It is a New Year greeting and illustration notice.

T3high
other

New-year greeting/announcement with no research object.

Quetico Fault in the Superior Province of the southern Canadian Shield / by Myra Carolyn Kennedy. --
2017 · other · en · Knowledge Commons (Lakehead University)
about_only
w=3321
0/3OUThigh
empirical

Structural geology thesis on a fault zone in the Canadian Shield.

OUThigh
empirical

This is a geological study of the Quetico fault and deformation, not research itself.

OUThigh
empirical

Structural geology thesis on the Quetico Fault; earth science domain.

Understanding Distribution Patterns of Lawn Alternatives in Kingston, Ontario
2023 · dissertation · en · The Atrium (University of Guelph)
about_only
w=3321
0/3OUThigh
empirical

Mapping the distribution of lawn alternatives in a Canadian city; urban ecology and planning.

OUThigh
empirical

The dissertation studies lawn alternatives and their distribution in Kingston.

OUThigh
empirical

Spatial analysis of residential lawn alternatives; environmental geography, not research practice.

Episode 29 Richard Ford
2014 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew)
about_only
w=3321
0/3OUThigh
other

Podcast episode featuring a novelist; not research.

OUThigh
other

The episode features a discussion of a novelist's work and is unrelated to research practice.

OUThigh
other

Literary event podcast episode with novelist Richard Ford; not scholarly research on research.

Forage non supervisé de données pour la prédiction d'activités dans les habitats intelligents
2013 · other · fr · Library and Archives Canada (Government of Canada)
french
w=1554
0/3OUThigh
empirical

Thesis on unsupervised data mining for activity recognition in smart homes; computer science.

OUThigh
empirical

It develops and evaluates an activity-recognition model for smart homes, not research practice.

OUThigh
empirical

Unsupervised data mining for activity prediction in smart habitats; CS application, not metaresearch.

Geneviève Guilbault utilise la novlangue pour passer son message
2021 · other · fr · Bulletin of Miscellaneous Information (Royal Gardens Kew)
french
w=1554
0/3OUThigh
other

French-language political commentary on a Quebec minister's rhetoric; not about research.

OUThigh
conceptual

It analyzes political language and the concept of newspeak rather than research practice.

OUThigh
editorial/commentary

Political media commentary on a minister's COVID messaging language, not research practice.

Improving Education Outcomes for African American Youth: Issues for Consideration and Discussion
2014 · article · en · VTechWorks (Virginia Tech)
fund_new
w=1679
0/3OUThigh
policy

Report on inequities in the education pipeline for African American youth; the object is K-12 and postsecondary educational opportunity, not research practice.

OUThigh
policy

The report addresses educational inequality among African American youth rather than research itself.

OUThigh
policy

Report on PreK–12 educational inequities for African American youth; object is schooling, not research practice.

Les paramédics québécois aux premières loges de la pandémie de la COVID-19 : étude descriptive sur l’organisation du travail et la performance
2023 · other · fr · Le dépôt institutionnel (Université du Québec à Trois-Rivières)
french
w=1554
0/3OUTmedium
empirical

Descriptive study of Quebec paramedics' work organization during COVID; a health-services labor question, no abstract.

OUTlow
empirical

The title indicates a descriptive study of Quebec paramedics’ work and performance, not research practice, but the abstract is missing.

OUTlow
empirical

Title indicates descriptive study of Québec paramedics' COVID work organization; healthcare operations, abstract missing.

"Med spesialstyring i bilen" En studie av tilfredshet med hjelpemiddel og tilhørende tjenester blant førere med funksjonsnedsettelser, undersøkt med QUEST 2.0
2014 · dissertation · no · Duo Research Archive (University of Oslo)
about_only
w=3321
0/3OUThigh
empirical

Norwegian-language dissertation on user satisfaction with adaptive driving equipment among drivers with disabilities.

OUThigh
empirical

It studies user satisfaction with driving assistive technology, not research itself.

OUThigh
empirical

Occupational therapy satisfaction study of adaptive car steering among disabled drivers.

Négocier les contextes : intégration des TIC en éducation
2004 · other · fr · Open MIND
french
w=1554
0/3OUTmedium
empirical

French-language thesis on integrating information technology in education; the object is educational technology, not research practice.

OUTlow
other

The title concerns ICT integration in education and the abstract is only a digitization note.

OUTlow
other

Digitized thesis on ICT integration in education; teaching technology, not research-as-object.

Moranapho : apprentissage non supervisé de la morphologie d'une langue par généralisation de relations analogiques
2011 · other · fr · Library and Archives Canada (Government of Canada)
french
w=1554
0/3OUThigh
empirical

Unsupervised morphology learning system evaluated on a shared task; a computational linguistics contribution.

OUThigh
empirical

The work evaluates an unsupervised computational morphology system rather than research practice.

OUThigh
empirical

Computational linguistics system for unsupervised morphology learning; object is NLP, not research.

Reconsidering the Canadian “Hinterland”: Visual Culture, the 
\nEnglish-Wabigoon River, and the Mercury Collection of Marion Lamm 
\n1945–1980
2023 · dissertation · en · Spectrum Research Repository (Concordia University)
about_only
w=3321
0/3OUTmedium
conceptual

Thesis on visual culture and archives surrounding mercury poisoning of the English-Wabigoon River; cultural and environmental history, with an archival dimension that does not make research practice its object.

OUThigh
empirical

The thesis studies visual culture and environmental history surrounding a Canadian disaster.

OUThigh
empirical

Visual-culture thesis on a Canadian environmental disaster; arts/history of place, not research systems.

Down syndrome and childhood apraxia of speech: matching a unique psycholinguistic profile to an effective treatment program
2016 · dissertation · en · Open MIND
fund_new
w=1679
0/3OUThigh
empirical

Single-subject treatment experiments for speech impairment in Down syndrome; the object is a clinical intervention.

OUThigh
empirical

The dissertation evaluates speech treatments for people with Down syndrome, not research itself.

OUThigh
empirical

Clinical speech therapy experiments for Down syndrome; clinical domain intervention study.

Environmental protection in the Canadian High Arctic: Tallurutiup Imanga/Lancaster Sound as a case study for re-conceptualising governance
2021 · dissertation · en · Oxford University Research Archive (ORA) (University of Oxford)
fund_new
w=1679
0/3OUThigh
empirical

Thesis on Arctic environmental governance and shipping risk in Canada; Canadian in setting but the object is environmental policy, not the research system.

OUThigh
empirical

This thesis studies Arctic environmental governance rather than the Canadian research system.

OUThigh
policy

Arctic marine environmental governance dissertation; Canadian policy object is environment, not the research system.

Evaluating Design Decay during Software Evolution
2012 · other · en · Open MIND
fund_new
w=1679
0/3OUThigh
empirical

Thesis on detecting design decay and design defects during software evolution; software engineering, not research practice.

OUThigh
empirical

This thesis develops software architecture metrics and tools without studying research itself.

OUThigh
empirical

Software-engineering thesis on architectural design decay during evolution; object is software systems, not scientific research practice.

THE INTERPLAY OF MASCULINITIES IN SCHOOL
2010 · article · en · Scholarship@Western (Western University)
about_only
w=3321
0/3OUThigh
empirical

Ethnographic thesis on hegemonic masculinities among schoolboys; the object is gender relations, not research.

OUThigh
empirical

The thesis studies masculinities and school hierarchies rather than research practice.

OUThigh
empirical

Sociology of school masculinities; object is gender in education, not research itself.

Media, Structures, and Power: The Robert E. Babe Collection
2011 · article · en · Project Muse (Johns Hopkins University)
about_only
w=3321
0/3OUTlow
other

Edited collection of a Canadian media scholar's essays on media, economics, and political economy; the substantive content is communication theory, though the framing about Canadian scholarship's distinctive contribution to knowledge gives it a faint intellectual-history flavor and the blurb is thin.

OUThigh
other

This collection concerns media and communication scholarship, not research practice as an object of study.

OUThigh
other

Collected media and political-economy scholarship; object is communication theory, not research systems.

Politique relative à l’utilisation des animaux en enseignement et en recherche
2013 · other · fr · Bibliothèque et Archives nationales du Québec (Québec government)
french
w=1554
0/3T3medium
policy

Institutional policy document of a Quebec college governing the use of animals in teaching and research; a research-governance policy artifact, contextual rather than a study.

T3high
policy

It is a Canadian institutional policy governing animal use in teaching and research and is contextual rather than analytic.

T3high
policy

Institutional policy document on animal use in teaching and research; mapped policy, not analytic corpus.

TagDebias: Entity and Concept Typing for Social Bias Mitigation in Pretrained Language Models
2024 · other · fr · PolyPublie (École Polytechnique de Montréal)
french
w=1554
0/3OUTmedium
empirical

Thesis proposing a tagging approach to mitigate social bias in pretrained language models; AI-fairness method development, where bias refers to model bias, not research bias.

OUThigh
empirical

It develops a method for mitigating bias in language models, not bias or practice in research.

OUThigh
empirical

NLP method to mitigate gender bias in pretrained language models; AI fairness, not study of research practice.

Zbigniew Brzezinski: The political and academic life of a Cold War visionary.
2003 · article · en · The Research Repository @ WVU (West Virginia University)
about_only
w=3321
0/3OUTmedium
empirical

Historical biography of Brzezinski's political and academic career; intellectual and policy history rather than a study of research practice.

OUThigh
other

This is a political and academic biography, not a study of the research system.

OUThigh
other

Political biography of Brzezinski; geopolitics, not metaresearch.

Black Bay & Black Sturgeon River native fisheries rehabilitation: Options evaluation
2010 · article · en · ScholarWorks@UMassAmherst (University of Massachusetts Amherst)
about_only
w=3321
0/3OUThigh
policy

Options evaluation for fisheries rehabilitation and dam management; natural-resource management, not research policy.

OUThigh
policy

This report evaluates fisheries rehabilitation options rather than research practice.

OUThigh
policy

Fisheries rehabilitation options evaluation for walleye stocks; natural-resource management, not metaresearch.

Chapitre quatre. Langue et structure sociale de l’enseignement
2017 · book-chapter · fr · OpenEdition (OpenEdition)
french
w=1554
0/3OUThigh
empirical

Historical chapter on language and the social structure of schooling in nineteenth-century Prescott County; educational and demographic history, not research practice.

OUThigh
empirical

The chapter studies historical language and social structure in education rather than research practice.

OUThigh
empirical

Historical sociology of minority-language schooling and social structure, not research systems.

Comparisons of IRI model and electron density data for the sub-equatorial station, Natal
2003 · article · en · Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research)
about_only
w=3321
0/3OUThigh
empirical

Space physics comparison of ionospheric model predictions with electron density observations.

OUThigh
empirical

It compares ionospheric observations with a scientific model, not research practice.

OUThigh
empirical

Ionospheric model-data comparison at Natal; geophysics, not scholarly research as object.

Drawing of Former Canadian Martyrs Parish and Chapel ca. 1957
2011 · other · en · Saint Mary's University Institutional Repository (Saint Mary's University)
about_only
w=3321
0/3OUThigh
other

An archival drawing of a parish chapel; not research.

OUThigh
other

This is a historical drawing record rather than research about research.

OUThigh
other

Archival drawing of a parish and chapel; historical image object, not research study.

Dominance sociale et traits d'histoire de vie chez les femelles de la chèvre de montagne
2000 · other · fr · Library and Archives Canada (Government of Canada)
french
w=1554
0/3OUThigh
empirical

Behavioural ecology of social dominance in mountain goats; abstract absent but the title is unambiguous.

OUThigh
other

The title identifies a biological study of mountain goat life-history traits, not research practice.

OUThigh
empirical

Title is behavioural ecology of mountain goat females; domain zoology, no abstract.

Extreme precipitation and temperature relationship in current and future climate. / Relations entre précipitations extrêmes et température en climat actuel et futur.
2023 · other · fr · EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)
french
w=1554
0/3OUThigh
empirical

Analysis of the extreme-precipitation and temperature relationship under climate change; a climate-science question.

OUThigh
empirical

This studies extreme precipitation and climate relationships, not research itself.

OUThigh
empirical

Climate-science thesis on extreme precipitation–temperature relationships; domain geosciences.

Good relations: an alternative paradigm for natural resource governance in Eeyou Istchee
2011 · dissertation · en · eScholarship@McGill (McGill)
about_only
w=3321
0/3OUThigh
conceptual

Thesis proposing an alternative paradigm for natural resource governance in Eeyou Istchee; the object is treaty relations and resource co-management.

OUThigh
conceptual

The dissertation studies natural-resource governance in Eeyou Istchee, not the Canadian research system.

OUThigh
conceptual

Indigenous natural-resource governance in Eeyou Istchee; object is resource governance, not research.

Health Promoting School : a correlation analyses between health- and riskvariables
2005 · article · sv · KTH Publication Database DiVA (KTH Royal Institute of Technology)
about_only
w=3321
0/3OUThigh
empirical

Correlation study of health and risk variables among Swedish school pupils; public health.

OUThigh
empirical

The study analyzes health and risk variables among school students, not research itself.

OUThigh
empirical

School health promotion correlation study; public health education, not research as object.

Il costituzionalismo canadese a 150 anni dalla Confederazione. Riflessioni comparatistiche
2017 · other · it · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)
about_only
w=3321
0/3OUThigh
conceptual

Comparative reflections on Canadian constitutionalism; the object is constitutional law, not the research system.

OUThigh
conceptual

The volume examines Canadian constitutionalism and its history, not research itself.

OUThigh
conceptual

Comparative constitutional reflection on Canada at 150 years; object is constitutional law/politics, not research.

L’impact neurologique de la sténose carotidienne chez les patients subissant une chirurgie cardiaque sous circulation extra-corporelle
2019 · other · fr · Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)
french
w=1554
0/3OUThigh
empirical

Retrospective cohort on carotid stenosis and neurological outcomes after cardiac surgery; a clinical risk question.

OUThigh
empirical

The study examines neurological risks associated with carotid stenosis during cardiac surgery, not research practice.

OUThigh
empirical

Clinical cohort study of carotid stenosis and postoperative stroke risk; surgical outcomes domain.

No One is Illegal: Direct Action in Defence of Immigrants and Refugees in Ontario
2004 · article · en · Canadian Review of Social Policy / Revue canadienne de politique sociale
about_only
w=3321
0/3OUThigh
other

Article on the No One is Illegal direct action campaign for immigrants and refugees in Ontario; the object is social movement and immigration policy.

OUThigh
conceptual

The work concerns immigrant and refugee activism rather than the research system.

OUTmedium
other

Title on immigrant-rights activism in Ontario; social movement content, not metaresearch.

Prophecy of women in the holy Qur'Än with a special focus on Ibn Ḥazm's theory
2002 · other · en · Library and Archives Canada (Government of Canada)
venue_new
w=2684
0/3OUThigh
conceptual

Dissertation on Qur'anic exegesis concerning the prophecy of women; religious studies.

OUThigh
conceptual

The dissertation analyzes Qur'anic interpretations of women's prophecy rather than research itself.

OUThigh
conceptual

Religious studies dissertation on prophecy of women in the Qur'an; theology, not research practice.

Rolle von Lymphotoxin Beta und Zelladhäsionsmolekül (CEACAM1) in Angeborene und adaptive Immunaktivierung
2017 · other · en · DuEPublico (University of Duisburg-Essen)
fund_new
w=1679
0/3OUThigh
empirical

Immunology thesis on lymphotoxin beta and CEACAM1 in immune activation.

OUThigh
empirical

This thesis investigates immune mechanisms in viral infection using biological models, not research itself.

OUThigh
empirical

Immunology work on lymphotoxin beta and CEACAM1 in immune activation; domain biomedicine.

Canadian snow shoe tramp
2018 · other · en · YorkSpace (York University)
about_only
w=3321
0/3OUTlow
other

No abstract; an opaque repository item ('Canadian snow shoe tramp') with no indication of research as its object.

OUTlow
other

The title does not indicate a study of research, but the missing abstract limits certainty.

OUTlow
other

Title suggests historical travel material; missing abstract leaves object unclear but not metaresearch on face.

Brock Taking Shot on University of Toronto
2009 · other · en · Brock University Digital Repository (Brock University)
about_only
w=3321
0/3OUThigh
other

University athletics news item from an institutional repository; not research.

OUThigh
other

The record is a news-like item about Brock and the University of Toronto, with no research object.

OUTlow
other

Title-only sports/university headline with no abstract; not a study of research.

Historical, semantic and structural aspects of marine terminology: A case study of Canadian variant of French
2018 · other · ru · Research Repository Saint Petersburg State University (Saint Petersburg State University)
about_only
w=3321
0/3OUTmedium
empirical

Study of marine terminology in Canadian French; terminology and translation linguistics, not the research system.

OUThigh
empirical

This linguistic study examines marine terminology and translation rather than research itself.

OUThigh
empirical

Linguistic/terminological comparison of French marine vocabulary; object is language and translation, not research itself.

Land registration, China's experience and prospects
2001 · other · en · Library and Archives Canada (Government of Canada)
venue_new
w=2684
0/3OUTmedium
other

Work on land registration in China; a land administration policy topic, not research practice.

OUThigh
other

It concerns land registration in China, not research itself.

OUTlow
other

Title-only work on land registration in China; administrative/legal domain, not research systems.

kinesis_2000_04_22
2000 · other · en · cIRcle (University of British Columbia)
about_only
w=3321
0/3OUThigh
other

Digitized issue of Kinesis, a Canadian feminist newspaper; not a study of research.

OUThigh
other

This is an issue of a newspaper about women and women's issues.

OUThigh
other

Archival description of a feminist newspaper title, not a study of research.

Palaeomacroecology: large scale patterns in species diversity through the fossil record
2011 · dissertation · en · eScholarship@McGill (McGill)
fund_new
w=1679
0/3OUTmedium
empirical

Palaeoecology thesis on diversity patterns in the fossil record; includes an R package and a clustering algorithm, but these are domain analysis tools and the object is species diversity.

OUThigh
empirical

This thesis develops tools and analyzes fossil biodiversity while studying paleontology, not research itself.

OUThigh
empirical

Paleontology thesis on large-scale fossil diversity patterns; domain science, not metaresearch.

Réflexion autour de deux stratégies de traduction s'appuyant sur un récit poétique de type postcolonial, Wenjack, de Joseph Boyden
2020 · dissertation · fr · Archive ouverte UNIGE (University of Geneva)
french
w=1554
0/3OUThigh
empirical

Thesis on literary translation strategies for a postcolonial novel; the object is translation practice, not research.

OUThigh
empirical

It studies literary translation strategies and reader responses, not research practice.

OUThigh
empirical

Literary translation thesis on postcolonial strategies and reader response; not metaresearch.

A spatial and temporal stochastic cascade analysis of meteorological models and reanalyses
2009 · dissertation · en · eScholarship@McGill (McGill)
fund_new
w=1679
0/3OUTmedium
empirical

Atmospheric science thesis on cascade structure of weather models and reanalyses; what we learn is about the atmosphere, not about research practice.

OUThigh
empirical

The thesis studies stochastic structures in atmospheric models and reanalyses, not research methodology.

OUThigh
empirical

Stochastic cascade analysis of weather models and reanalyses; atmospheric science, not study of research methods.

Tsetse and other biting fly responses to Nzi traps baited with octenol, phenols and acetone
2013 · article · en · University of Nairobi Research Archive (University of Nairobi)
about_only
w=3321
0/3OUThigh
empirical

Entomology field trials of baited traps for biting flies.

OUThigh
empirical

This experiment studies bait responses of biting flies, not research.

OUThigh
empirical

Entomology field tests of baited traps for biting flies.

Bench and walkway through a forested area in Kananaskis, Alberta, Canada;
2008 · other · en · Digital Commons - USU (Utah State University)
about_only
w=3321
0/3OUThigh
other

Photographic media item of a walkway in Alberta; no research content.

OUTlow
other

The record appears to describe a photograph or observation of a forest walkway and contains no substantive abstract.

OUThigh
other

Photograph of a bench and walkway; not a research study.

Canada's invisible victims of femicide
2021 · other · en · Internet Archive (Internet Archive)
about_only
w=3321
0/3OUThigh
other

Podcast episode on femicide in Canada and its media coverage; journalism, not research.

OUThigh
other

This is a media discussion of femicide in Canada rather than a study of the research system.

OUThigh
other

Media/podcast piece on femicide and storytelling; social issue journalism, not research as object.

Canada, Québec, Caraïbe : connexions transaméricaines Canada, Quebec, Caribbean: transamerican connections
2015 · other · fr · OpenEdition (OpenEdition)
french
w=1554
0/3OUTlow
other

Themed collection on Canada, Quebec and Caribbean cultural connections; no abstract, and the title indicates cultural studies rather than research-on-research.

OUTlow
other

The title alone indicates a regional Canada-Quebec-Caribbean topic but does not establish research as the object.

OUTlow
other

Title suggests cultural/geographic connections; no abstract and no indication research is the object.

Determining the Low Energy Backgrounds at the Sudbury Neutrino Observatory
2011 · article · en · Oxford University Research Archive (ORA) (University of Oxford)
about_only
w=3321
0/3OUThigh
empirical

Particle physics measurement of radioactive backgrounds at the Sudbury Neutrino Observatory.

OUThigh
empirical

This measures radioactive backgrounds at a neutrino observatory, not research itself.

OUThigh
empirical

Particle-physics techniques to measure radioisotope backgrounds at SNO; experimental physics, not metaresearch.

De la hache à la tronçonneuse : transformations, résistances et évolution du rapport au territoire chez les Cris de la Baie James (Québec)
2015 · dissertation · en · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))
about_only
w=3321
0/3OUThigh
empirical

Ethnographic thesis on transformations in the Cree of James Bay's relationship to territory after a hydroelectric agreement.

OUThigh
empirical

It ethnographically studies Cree territorial relations and resource development, not research practice.

OUThigh
empirical

Ethnography of Cree territory relations after a hydro agreement; Indigenous studies, not research-as-object.

2016 06 28 Fair Vote Guelph Vote For Canada
2016 · other · en · Bulletin of Miscellaneous Information (Royal Gardens Kew)
about_only
w=3321
0/3OUThigh
other

Recording of a Fair Vote Guelph public meeting on electoral systems; civic advocacy content with no research-practice object.

OUThigh
other

This recording concerns electoral voting systems and political advocacy, not research practice.

OUThigh
other

Recording of an electoral-reform public event; political advocacy content, not metaresearch.

Integrated optical spectrometer design in the high index contrast silicon-on-insulator waveguide platform
2007 · article · en · NPARC
venue_new
w=2684
0/3OUThigh
empirical

Integrated optical spectrometer design; the abstract string 'Peer reviewed: Yes' is a repository metadata artifact, not a study of peer review.

OUTlow
empirical

The title concerns spectrometer design and the abstract provides only peer-review metadata.

OUTmedium
empirical

Optical spectrometer engineering design; thin abstract, but title is unambiguous domain engineering.

La pratique de la pharmacie clinique au Québec (à propos d'une expérience personnelle)
2012 · other · fr · OpenGrey (Institut de l'Information Scientifique et Technique)
french
w=1554
0/3OUTmedium
editorial/commentary

Personal account of clinical pharmacy practice in Quebec; professional practice, not research practice.

OUThigh
other

This concerns clinical pharmacy practice in Quebec rather than research practice.

OUTlow
editorial/commentary

Title indicates personal commentary on clinical pharmacy practice in Quebec, not research as object; no abstract.

What the screen actually found

Three frontier models (Opus 4.8, GPT-5.6 high, Grok 4.5) screened the same 1,000 works from the REAL 4.3M frame, on the rubric's FULL eight-field payload, with randomized manifest-logged chunks and harness-written labels: every defect D1, D2, D11 and finding 16 identified, repaired. Design-weighted base rates span 1.89% to 3.54% (1.9x). But the sets are the finding, as finding 16 predicted: of the 51 works ANY model called metaresearch, only 19 (37%) were called metaresearch by ALL THREE, and 24 (47%) rest on a single model's opinion. THE FIELD'S BOUNDARY IS NOT A LINE THE MODELS SHARE; IT IS A REGION THEY EACH CUT DIFFERENTLY. GPT-5.6 also violated the locked output schema on 18 of 1,000 records, writing genre values into the tier field, which the manifest validator caught. The deliverable is not the base rate: it is the disagreement dossier, the 51 works that mark the empirical boundary of the field and against which the inclusion criteria must actually be written.

Computed 2026-07-12T19:52:14Z · all 22 findings · this dossier as JSON